CN202838441U - City waterlogging traffic dispersion and rescue command system based on geographic information system - Google Patents

City waterlogging traffic dispersion and rescue command system based on geographic information system Download PDF

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Publication number
CN202838441U
CN202838441U CN2012204673806U CN201220467380U CN202838441U CN 202838441 U CN202838441 U CN 202838441U CN 2012204673806 U CN2012204673806 U CN 2012204673806U CN 201220467380 U CN201220467380 U CN 201220467380U CN 202838441 U CN202838441 U CN 202838441U
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information
waterlogging
traffic dispersion
road
rescue
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蒋树芳
康跃虎
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Institute of Geographic Sciences and Natural Resources of CAS
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Institute of Geographic Sciences and Natural Resources of CAS
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    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02ATECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
    • Y02A10/00TECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE at coastal zones; at river basins
    • Y02A10/40Controlling or monitoring, e.g. of flood or hurricane; Forecasting, e.g. risk assessment or mapping

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Abstract

The utility model discloses a city waterlogging traffic dispersion and rescue command system based on a geographic information system. The city waterlogging traffic dispersion and rescue command system comprises a road waterlogging real-time information monitoring subsystem, an information monitoring center subsystem and an information issuing platform subsystem. The city waterlogging traffic dispersion and rescue command system, based on real-time monitoring technology, geographic information system technology and database technology, provides a reference scheme for improving traffic dispersion efficiency and reasonably allocating limited rescue resources in rainy days. The city waterlogging traffic dispersion and rescue command system has functions of waterlogging water regimen monitoring, road accumulated water alarming, auxiliary traffic dispersion and reasonable scheduling of rescue personnel, can help effectively disperse traffic jams in rainy days; and during severe waterlogging damage, the system can help reasonably allocate rescue personnel to a severe disaster-hit site, and maximally guarantee personnel life safety and property safety against waterlogging damage, and thus the city waterlogging traffic dispersion and rescue command system is a command system badly needed for practically improving traffic dispersion speed and conducting targeted rescue scheduling, and is of very importance popularization value.

Description

City waterlogging traffic dispersion and command system based on Geographic Information System
Technical field
The utility model belongs to municipal administration, traffic, flood control field of engineering technology, is specifically related to a kind of city waterlogging traffic dispersion and command system based on Geographic Information System.
Background technology
In recent years, be subjected to Global climate change and the effect of human activity, the extreme water disaster event of China is burst, takes place frequently, concurrent, repeating transmission trend, and the waterlogging phenomenon has all appearred in a lot of big and medium-sized cities, so that people's life is had a strong impact on.How to tackle hazard weather, relieve traffic congestion fast, cause the public's extensive concern.
The city flood has burst, the characteristics such as concentrated, swift and violent, urban surface covers and mostly is hard surface, water-resisting layer, when rainy season heavy rain, continuity rainfall occurs, instant water from around eminence converge the confluxing well beyond the drainability of sewerage system of concentrations to lower.In case road ponding occurs, often easily causes traffic stifled, even cause personnel's property loss.Therefore, when serious damage or crop failure caused by waterlogging occurs, in time issue road ponding live state information, the traffic dispersion scheme is most important fast and effectively for the site traffic commanding sets up; And when many places simultaneously damage or crop failure caused by waterlogging occured, how according to the order of importance and emergency of danger, the rescue team that rational allocation is limited guaranteed that the rescue personnel can rush to the very first time dangerous on-the-spot, is effectively to reduce the key that flood brings personnel's life and property loss.
The utility model content
The technical problems to be solved in the utility model provides a kind of based on geographic information system technology waterlogging traffic dispersion and command system, can effectively dredge the rainy day traffic congestion, and damage or crop failure caused by waterlogging when serious timely rational allocation rescue personnel on-the-spot to heavy calamity.
For solving the problems of the technologies described above, technical solution adopted in the utility model is: a kind of city waterlogging traffic dispersion and command system based on Geographic Information System, comprise: road waterlogging real-time information monitoring subsystem, be used for gathering the real-time information of road waterlogging, and this information is sent to the information monitoring center automatically; The information monitoring center subsystem is carried out the geography information decipher to the road waterlogging real-time information that receives; Rescue dispatch analysis when the traffic dispersion program analysis when carrying out road ponding according to the information after the decipher or serious damage or crop failure caused by waterlogging, and traffic dispersion scheme or the rescue dispatch scheme that road waterlogging geography information and the analysis of decipher are finished be sent to information publishing platform system; The information promulgating platform subsystem shows the road waterlogging geography information and traffic dispersion scheme or the rescue dispatch scheme wiring diagram that receive, and traffic dispersion scheme or the rescue dispatch scheme that receives sent to the point duty personnel that close on.
Wherein, described road waterlogging real-time information monitoring subsystem is by the sensor that is located at information monitoring point, the real-time information of collection road waterlogging, and the wireless messages sending module that is sent to the information monitoring center subsystem with the collection road waterlogging real-time information that links to each other, will collect with the output terminal of sensor forms.
Wherein, described information monitoring center subsystem is comprised of road waterlogging information database, packet resolution server, map server, lexical analysis server and instruction publisher server; Described wireless messages sending module is sent to the packet resolution server with the road waterlogging real-time information that collects; After the packet resolution server carries out data interpretation and tagsort to this real-time information, obtain road ponding real time data and locus dot information, and with road ponding real-time data memory access road waterlogging information database, the locus dot information is forwarded to map server, simultaneously road ponding real time data and locus dot information is forwarded to the lexical analysis server; The lexical analysis server is realized the condition of a disaster analysis to flood point, in conjunction with road network system, point duty personnel positions and rescue current resources situation, formulate traffic dispersion scheme or rescue dispatch scheme, and traffic dispersion scheme or rescue dispatch scheme are sent to simultaneously map server and instruction publisher server and are stored into road waterlogging information database; The data that receive are carried out the space to map server and attribute data is processed; And after receiving traffic dispersion scheme or rescue dispatch scheme, will dispatch spatial information related with spatial database with attribute information, form traffic dispersion scheme or rescue dispatch scheme route map.
Wherein, described information promulgating platform subsystem is comprised of Map Publication terminal and schedule information issue terminal; Described map server is sent to the Map Publication terminal with map datum, traffic dispersion scheme or the rescue dispatch scheme route map of finishing dealing with and shows; Described instruction publisher server is sent to the schedule information issue terminal with traffic dispersion scheme or rescue dispatch scheme, by the schedule information issue terminal the party's case is sent to relevant point duty and rescue personnel.
Wherein, the real-time information of described road waterlogging comprises road rain condition and depth of accumulated water information.
Wherein, described road waterlogging information database joins by database interface and packet resolution server.
Wherein, described map server comprises map components and the control of map edit, spatial analysis.
Wherein, described lexical analysis server adopts the spatial information optimized algorithm that pre-program is optimized.
Wherein, described schedule information issue terminal is sent to the traffic dispersion scheme on relevant point duty and rescue personnel's the mobile phone with multimedia message or note form with the rescue dispatch scheme.
The beneficial effect that adopts technique scheme to produce is: the utility model is based on real time monitoring, geographic information system technology and database technology, and for improving rainy day traffic dispersion efficient, the limited rescue resource of rational allocation provides reference scheme.The utlity model has the function of waterlogging water regime monitoring, the warning of road ponding, auxiliary traffic dispersion, rescue personnel's rational management, can effectively dredge the rainy day traffic congestion, during serious damage or crop failure caused by waterlogging, in time the rational allocation rescue personnel is on-the-spot to heavy calamity, ensures to greatest extent personnel's safety of life and property that damage or crop failure caused by waterlogging is brought.
After the utility model is used for city waterlogging, road ponding, for command centre provides urban road waterlogging point ponding information in real time; Traffic dispersion scheme and rescue personnel's scheduling scheme are notified point duty personnel and ambulance paramedic by modes such as broadcasting or notes, realize accurately, efficiently, efficiently traffic dispersion and rescue command, effectively alleviate the rainy day traffic congestion, optimize rescue dispatch, reduced the life and property losses such as the personnel that flood brings, vehicle.The utility model is a kind of practical raising traffic dispersion speed, implement in the specific aim rescue dispatch in the urgent need to command system, have epochmaking promotional value.
Description of drawings
Fig. 1 is general principles block diagram of the present utility model;
Fig. 2 is packet resolution server processing flow chart;
Fig. 3 is packet decipher and tagsort process flow diagram;
Fig. 4 is instruction publisher server processing flow chart;
Among the figure: 1, be road waterlogging real-time information monitoring subsystem, 2, information monitoring center subsystem, 3, the information promulgating platform subsystem, 1-1, sensor, 1-2, wireless messages sending module, 2-1, road waterlogging information database, 2-2, packet resolution server, 2-3, map server, 2-4, lexical analysis server, 2-5, instruction publisher server, 3-1, Map Publication terminal, 3-2, schedule information issue terminal.
Embodiment
Below in conjunction with the drawings and specific embodiments the utility model is described in further detail.
Be illustrated in figure 1 as general principles block diagram of the present utility model.The utility model is a kind of city waterlogging traffic dispersion and command system based on Geographic Information System, comprise: road waterlogging real-time information monitoring subsystem 1, be used for gathering the real-time information of road waterlogging, comprise road rain condition and depth of accumulated water information, and this information is sent to information monitoring center subsystem 2 automatically; Information monitoring center subsystem 2 is carried out the geography information decipher to the road waterlogging real-time information that receives; Rescue dispatch analysis when the traffic dispersion program analysis when carrying out road ponding according to the information after the decipher or serious damage or crop failure caused by waterlogging, and traffic dispersion scheme or the rescue dispatch scheme that road waterlogging geography information and the analysis of decipher are finished be sent to information promulgating platform subsystem 3; Information promulgating platform subsystem 3 shows the road waterlogging geography information and traffic dispersion scheme or the rescue dispatch scheme wiring diagram that receive, and traffic dispersion scheme or the rescue dispatch scheme that receives sent to the point duty personnel that close on.
Road waterlogging real-time information monitoring subsystem 1 among Fig. 1 is by being located at the information monitoring point, gathering the sensor 1-1 of road waterlogging real-time information, is sent to the wireless messages sending module 1-2 composition of information monitoring center subsystem 2 by cell phone network or private network with the collection road waterlogging real-time information that output terminal with sensor 1-1 links to each other, will collect.The real-time information of road waterlogging comprises road rain condition and depth of accumulated water information.
Information monitoring center subsystem 2 among Fig. 1 is comprised of road waterlogging information database 2-1, packet resolution server 2-2, map server 2-3, lexical analysis server 2-4 and instruction publisher server 2-5.Above-mentioned wireless messages sending module 1-2 is sent to packet resolution server 2-2 with the road waterlogging real-time information that collects; After packet resolution server 2-2 carries out data interpretation and tagsort to this real-time information, obtain road ponding real time data and locus dot information, and with road ponding real-time data memory access road waterlogging information database 2-1, the locus dot information is forwarded to map server 2-3, simultaneously road ponding real time data and locus dot information is forwarded to lexical analysis server 2-4; Lexical analysis server 2-4 realizes the condition of a disaster analysis to flood point, in conjunction with road network system, point duty personnel positions and rescue current resources situation, formulate traffic dispersion scheme or rescue dispatch scheme, and traffic dispersion scheme or rescue dispatch scheme are sent to simultaneously map server 2-3 and instruction publisher server 2-5 and are stored into road waterlogging information database 2-1; The data that receive are carried out the space to map server 2-3 and attribute data is processed; And after receiving traffic dispersion scheme or rescue dispatch scheme, will dispatch spatial information related with spatial database with attribute information, form traffic dispersion scheme or rescue dispatch scheme route map.
Road waterlogging information database 2-1 comprises basic database, joins by database interface and packet resolution server 2-2, realizes the interactive access of data, supports the stsndard SQL statement to conduct interviews, and classification is stored in real time and the data such as Historical Monitoring, scheduling; The major function of map server 2-3 has: the coupling of implementation space data and attribute data, realization is played up the traffic dispersion route, the classified prompt of information gathering point harmful grade, finish the operations such as map amplifies, dwindles, moves, dynamically associating of real-time information and map datum, data are refreshed in real time, space orientation, the map control can be arbitrary map components and control that comprises map edit, spatial analysis.Instruction publisher server 2-5 realizes the reception to the instruction of traffic dispersion scheme, the instruction of rescue dispatch scheme, to the control command verification, finishes the instruction that is sent to corresponding traffic commanding and rescue personnel's mobile phone, and order is confirmed; Command information can be finished by existing GSM, GPRS or privately-owned network.Lexical analysis server 2-4 realizes the analysis of flood point the condition of a disaster, in conjunction with road network system, point duty personnel positions, rescue current resources situation, formulate traffic dispersion and rescue method, and pre-program is optimized, but the ready-made algorithm that optimized algorithm can select arbitrary implementation space information to optimize.
Information promulgating platform subsystem 3 among Fig. 1 is comprised of Map Publication terminal 3-1 and schedule information issue terminal 3-2; Above-mentioned map server 2-3 is sent to Map Publication terminal 3-1 with map datum, traffic dispersion scheme or the rescue dispatch scheme route map of finishing dealing with, and is finished demonstration and the issue of map and route map by Map Publication terminal 3-1; Above-mentioned instruction publisher server 2-5 is sent to schedule information issue terminal 3-2 with traffic dispersion scheme or rescue dispatch scheme, by schedule information issue terminal 3-2 this scheme is sent on relevant point duty and rescue personnel's the mobile phone with multimedia message or note form.
Principle of work of the present utility model:
Road waterlogging real-time information monitoring subsystem 1 is installed in each main roads, and the ponding point easily occurs is road flood information gathering point, and each information gathering point is with sensor, Real-time Collection road rain condition and depth of accumulated water information.When the rainfall generation occurs when, information monitoring point sensor 1-1 Real-time Collection ponding information, wireless messages sending module 1-2 is sent to information monitoring center subsystem 2 with the road waterlogging real-time information that collects in real time by wireless mode.
Be illustrated in figure 2 as the processing flow chart of the packet resolution server 2-2 of information monitoring center subsystem 2.Packet resolution server 2-2 monitoring reception port, after listening to information, be confirmed whether the information uploaded for road waterlogging real-time information monitoring subsystem 1, the data of confirming are carried out verification, and will upload character string and carry out data interpretation and tagsort, spatial information, attribute information grouped data are forwarded to respectively map server 2-3, lexical analysis server 2-4 by about definite form, and by the SQL statement structure, uploading data are stored among the road waterlogging information database 2-1.
Be illustrated in figure 3 as packet decipher and tagsort process flow diagram, communications protocol according to a preconcerted arrangement, the ponding information packet of uploading is comprised of binary messages such as initial code, command code, data types, originates by respective symbols content interpret data, data type, the information such as data attribute.
After map server 2-3 receives the data of packet resolution server 2-2 forwarding, spatial information is related with spatial database with attribute information, the Map Services such as demonstration, editor are provided.And map server 2-3 will dispatch spatial information related with spatial database with attribute information after receiving the traffic dispersion scheme and rescue dispatch scheme of lexical analysis server 2-4, show by Map Publication terminal 3-1.
Lexical analysis server 2-4 analyzes judgement to ponding information, in conjunction with basic database road information data, city data, traffic department's Back ground Information, rescue department Back ground Information, for formulating the traffic dispersion scheme in ponding blocking-up highway section; Analysis-by-synthesis is carried out in the serious highway section of a plurality of ponding and the existing rescue personnel's situation of periphery, formulate the rescue dispatch scheme.At last, lexical analysis server 2-4 is sent to instruction publisher server 2-5 with traffic dispersion scheme or rescue dispatch scheme, simultaneously, is stored to road waterlogging information database 2-1.
Be illustrated in figure 4 as instruction publisher server processing flow chart.The scheme that instruction publisher server 2-5 is responsible for forming is sent to information promulgating platform subsystem 3.Information promulgating platform subsystem 3 is finished demonstration, the issue of map, schedule information is sent on relevant point duty and the rescue personnel's mobile phone by multimedia message or note form, for timely rescue provides reference.Instruction publisher server 2-5 waits for traffic dispersion scheme and the instruction of rescue dispatch scheme, when the instruction event occurs when, carry out information translation according to the scheme content, form and send the order binary data packets, by communications protocol the traffic dispersion scheme is issued to point duty department, the rescue dispatch instruction is issued to rescue department.Verification arranges return command, if send successfully, again waits for, if send unsuccessfully, continues to re-issue order.

Claims (8)

1. based on city waterlogging traffic dispersion and the command system of Geographic Information System, it is characterized in that comprising:
Road waterlogging real-time information monitoring subsystem (1) is used for gathering the real-time information of road waterlogging, and this information is sent to information monitoring center (2) automatically;
Information monitoring center subsystem (2) is carried out the geography information decipher to the road waterlogging real-time information that receives; Rescue dispatch analysis when the traffic dispersion program analysis when carrying out road ponding according to the information after the decipher or serious damage or crop failure caused by waterlogging, and traffic dispersion scheme or rescue dispatch scheme that road waterlogging geography information and the analysis of parsing are finished are sent to information publishing platform system (3);
Information promulgating platform subsystem (3) shows the road waterlogging geography information and traffic dispersion scheme or the rescue dispatch scheme wiring diagram that receive, and traffic dispersion scheme or the rescue dispatch scheme that receives sent to the point duty personnel that close on.
2. city waterlogging traffic dispersion and command system based on Geographic Information System according to claim 1, it is characterized in that: described road waterlogging real-time information monitoring subsystem (1) is by being located at the information monitoring point, gathering the sensor (1-1) of road waterlogging real-time information, is sent to wireless messages sending module (1-2) composition of information monitoring center subsystem (2) with the collection road waterlogging real-time information that output terminal with sensor (1-1) links to each other, will collect.
3. city waterlogging traffic dispersion and command system based on Geographic Information System according to claim 2, it is characterized in that: described information monitoring center subsystem (2) is comprised of road waterlogging information database (2-1), packet resolution server (2-2), map server (2-3), lexical analysis server (2-4) and instruction publisher server (2-5);
Described wireless messages sending module (1-2) is sent to packet resolution server (2-2) with the road waterlogging real-time information that collects; After packet resolution server (2-2) carries out data interpretation and tagsort to this real-time information, obtain road ponding real time data and locus dot information, and with road ponding real-time data memory access road waterlogging information database (2-1), the locus dot information is forwarded to map server (2-3), simultaneously road ponding real time data and locus dot information is forwarded to lexical analysis server (2-4);
Lexical analysis server (2-4) is realized the condition of a disaster analysis to flood point, in conjunction with road network system, point duty personnel positions and rescue current resources situation, formulate traffic dispersion scheme or rescue dispatch scheme, and traffic dispersion scheme or rescue dispatch scheme are sent to simultaneously map server (2-3) and instruction publisher server (2-5) and are stored into road waterlogging information database (2-1); The data that receive are carried out the space to map server (2-3) and attribute data is processed; And after receiving traffic dispersion scheme or rescue dispatch scheme, will dispatch spatial information related with spatial database with attribute information, form traffic dispersion scheme or rescue dispatch scheme route map.
4. city waterlogging traffic dispersion and command system based on Geographic Information System according to claim 3, it is characterized in that: described information promulgating platform subsystem (3) is comprised of Map Publication terminal (3-1) and schedule information issue terminal (3-2); Described map server (2-3) is sent to Map Publication terminal (3-1) with map datum, traffic dispersion scheme or the rescue dispatch scheme route map of finishing dealing with and shows; Described instruction publisher server (2-5) is sent to schedule information issue terminal (3-2) with traffic dispersion scheme or rescue dispatch scheme, by schedule information issue terminal (3-2) the party's case is sent to relevant point duty and rescue personnel.
5. city waterlogging traffic dispersion and command system based on Geographic Information System according to claim 1 and 2, it is characterized in that: the real-time information of described road waterlogging comprises road rain condition and depth of accumulated water information.
6. city waterlogging traffic dispersion and command system based on Geographic Information System according to claim 3, it is characterized in that: described road waterlogging information database (2-1) joins by database interface and packet resolution server (2-2).
7. city waterlogging traffic dispersion and command system based on Geographic Information System according to claim 3, it is characterized in that: described map server (2-3) comprises map components and the control of map edit, spatial analysis.
8. city waterlogging traffic dispersion and command system based on Geographic Information System according to claim 4, it is characterized in that: described schedule information issue terminal (3-2) is sent to the traffic dispersion scheme on relevant point duty and rescue personnel's the mobile phone with multimedia message or note form with the rescue dispatch scheme.
CN2012204673806U 2012-09-14 2012-09-14 City waterlogging traffic dispersion and rescue command system based on geographic information system Expired - Fee Related CN202838441U (en)

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Cited By (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103290908A (en) * 2013-05-08 2013-09-11 北京博研智通科技有限公司 Fast waterlogging discovery and treatment system and waterlogging treatment method thereby
CN103345822A (en) * 2013-05-31 2013-10-09 北京博研智通科技有限公司 System and method for rapidly finding ponding height and recording first formed ponding point
CN103345208A (en) * 2013-06-04 2013-10-09 北京北排水务设计研究院有限责任公司 Urban rainfall flood preventing and treating intelligent control system and control method
CN104318793A (en) * 2014-10-21 2015-01-28 中山大学 Road water immersion event emergency dredging flow distribution generation method
CN104658285A (en) * 2015-02-06 2015-05-27 天津大学 Intelligent traffic smoothing method in urban inland inundation
CN105550803A (en) * 2015-12-08 2016-05-04 哈尔滨航天恒星数据系统科技有限公司 Urban water-logging analysis method and urban water-logging analysis system
CN106651721A (en) * 2016-12-11 2017-05-10 天津市矩辉数据科技有限公司 Urban inland inundation emergency processing system based on geographic information system
CN107026909A (en) * 2017-04-17 2017-08-08 衢州市江氏电子科技有限公司 A kind of flood control e Monitoring Data dispatching management information systems based on cloud service
CN107543580A (en) * 2016-09-30 2018-01-05 河南众联云科工程技术有限公司 A kind of urban waterlogging monitoring early-warning system
CN109377725A (en) * 2018-12-06 2019-02-22 合肥海诺恒信息科技有限公司 One kind is for the emergency response of urban road waterlogging and scheduling system
CN110211395A (en) * 2019-05-14 2019-09-06 广西科飞科技发展有限公司 A kind of convergence communication command dispatching system
CN112085928A (en) * 2020-08-13 2020-12-15 长威信息科技发展股份有限公司 Urban low-lying road section ponding emergency rescue system based on big data

Cited By (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103290908B (en) * 2013-05-08 2014-08-27 北京博研智通科技有限公司 Fast waterlogging discovery and treatment system and waterlogging treatment method thereby
CN103290908A (en) * 2013-05-08 2013-09-11 北京博研智通科技有限公司 Fast waterlogging discovery and treatment system and waterlogging treatment method thereby
CN103345822A (en) * 2013-05-31 2013-10-09 北京博研智通科技有限公司 System and method for rapidly finding ponding height and recording first formed ponding point
CN103345208A (en) * 2013-06-04 2013-10-09 北京北排水务设计研究院有限责任公司 Urban rainfall flood preventing and treating intelligent control system and control method
CN104318793B (en) * 2014-10-21 2016-08-24 中山大学 A kind of road water logging event is promptly dredged and is joined stream generating method
CN104318793A (en) * 2014-10-21 2015-01-28 中山大学 Road water immersion event emergency dredging flow distribution generation method
CN104658285A (en) * 2015-02-06 2015-05-27 天津大学 Intelligent traffic smoothing method in urban inland inundation
CN105550803A (en) * 2015-12-08 2016-05-04 哈尔滨航天恒星数据系统科技有限公司 Urban water-logging analysis method and urban water-logging analysis system
CN107543580A (en) * 2016-09-30 2018-01-05 河南众联云科工程技术有限公司 A kind of urban waterlogging monitoring early-warning system
CN106651721A (en) * 2016-12-11 2017-05-10 天津市矩辉数据科技有限公司 Urban inland inundation emergency processing system based on geographic information system
CN107026909A (en) * 2017-04-17 2017-08-08 衢州市江氏电子科技有限公司 A kind of flood control e Monitoring Data dispatching management information systems based on cloud service
CN109377725A (en) * 2018-12-06 2019-02-22 合肥海诺恒信息科技有限公司 One kind is for the emergency response of urban road waterlogging and scheduling system
CN110211395A (en) * 2019-05-14 2019-09-06 广西科飞科技发展有限公司 A kind of convergence communication command dispatching system
CN112085928A (en) * 2020-08-13 2020-12-15 长威信息科技发展股份有限公司 Urban low-lying road section ponding emergency rescue system based on big data

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